The nature of these discussions and the fact that MS described AGI as "an LLM service that reaches $100 B per year in revenue" is evidence that much of the marketing around "AI" is basically fraudulent.
Clearly LLMs specifically and ML models in general have many powerful use cases, but that doesn't mean the people involved aren't running a scheme to profit off the hype.